Bumrah took the first wicket for his side in the fifth over and saw off Chandrapaul Hemraj at 15. Hemraj played with a strike rate of 75.00 and edged Bumrah's delivery but wicket-keeper MS Dhoni took a sensational catch at the fine leg.
After that Powell lost his wicket to Bumrah after edging in Rohit Sharma's safe hands in slips. Sharma took a difficult catch to dismiss Powell at 21.
Bumrah also dismissed Nurse in the 49th over.
Marlon Samuels lost his wicket after scoring nine runs to pacer Khaleel Ahmed.
Another spinner Kuldeep Yadav got prized wicket of Shimron Hetmyer, who had slammed a ton in the first ODI, at a score of 37. Yadav also dismissed Rovman Powell at four.
India lead the five-match series 1-0 after the second ODI ended in a tie.